{"id":"W4212893992","doi":"10.1093/applin/amab074","title":"Effects of Classroom Instruction on the Development of L2 Interactional Resource for Joint Stance Taking: Use of Japanese Interactional Particle<i>Yo</i>in Spontaneous Peer Conversation","year":2021,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Conversation analysis; Conversation; Pragmatics; Competence (human resources); Joint attention; Intersubjectivity; Linguistics; Pedagogy; Social psychology; Communication; Developmental psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003306596,0.0001013851,0.0001867901,0.00005808162,0.0001126153,0.00002962749,0.00005632229,0.00003792024,0.0000773939],"category_scores_gemma":[0.002829776,0.00008731715,0.00005152918,0.00004008527,0.00008871496,0.00001935918,0.00002398581,0.0002243926,0.000002192843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811504,"about_ca_system_score_gemma":0.00007559723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005044917,"about_ca_topic_score_gemma":0.0001661687,"domain_scores_codex":[0.9989362,0.00006398049,0.000461595,0.0001503123,0.0002766316,0.0001112872],"domain_scores_gemma":[0.9975038,0.001519778,0.0004349499,0.0001118645,0.0004103841,0.00001917903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001269011,0.0006000943,0.0003093225,0.0006528376,0.0001992524,0.00001615947,0.2638136,0.004100313,0.02241698,0.6995577,0.0005567379,0.006508031],"study_design_scores_gemma":[0.003268539,0.000369099,0.004130325,0.001418479,0.0001547825,0.00002592286,0.08943267,0.009128574,0.2568168,0.00315065,0.6314876,0.0006165301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945487,0.00001410524,0.0004868409,0.0000976005,0.0006870514,0.0002092302,0.00001677042,0.00001529975,0.003924442],"genre_scores_gemma":[0.9963674,0.000001359635,0.002651774,0.00007516286,0.0003138997,0.00002079599,0.00005049453,0.00001438667,0.0005047147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.696407,"threshold_uncertainty_score":0.356069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487984269722614,"score_gpt":0.2585932910183474,"score_spread":0.2037134483211212,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}